How to Build a Compelling Data Science Portfolio & Resume
Talk by William Chen from Kaggle CareerCon 2018 including my summary notes.
More …CNN - Week 3
Localisation, detection and YOLO algorithm.
More …CNN - Week 2
ResNets, 1x1 convolutions, Inception Networks and various practical advice.
More …CNN - Week 1
Week one notes from Convolutional Neural Networks.
Common Types of Layers
- Convolution (CONV)
- Pooling (POOL)
- Fully connected (FC)
Course Notes - ML Strategy Week 2
The second week continues going through how to do systematic error analysis, and covers strategies to deal with different sizes of data.
Key topics are train/test set distributions, transfer learning and multi-task learning.
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